
The story
A large enterprise with several hundred employees replaced fingerprint machines with an AI attendance system that recognises faces from existing cameras and logs entry and exit automatically.
The brief
Biometric devices caused queues every morning, broke often, raised hygiene concerns and allowed proxy attendance. HR needed reliable records for payroll without manual checks.
What we delivered.
01
Real-time face recognition
Detects and matches faces from live camera feeds, even with masks, glasses or poor lighting.
02
Attendance logic
Entry and exit events, de-duplication and time-stamped, tamper-proof logs.
03
HR dashboard & APIs
Live attendance view, reports and REST APIs for payroll systems.
PythonDeep learningFace detection & embeddingsREST APIsCloud

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